Object Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
56.5AP (person)
42
Feb 26, 2026
34.7mAP
42
Feb 27, 2026
24.9APf
41
May 27, 2026
75mAP
41
May 19, 2026
70.7mAP
41
Feb 26, 2026
70.4mAP@.5
41
Feb 26, 2026
62.1mIoU
40
Jul 2, 2026
59.66mAP
40
Apr 21, 2026
59.45mAP
40
Apr 21, 2026
61.41mAP
40
May 14, 2026
87mAP@0.5
40
May 14, 2026
57.8AP@0.5
40
Feb 26, 2026
77.7AP50 (Brightness)
39
Mar 11, 2026
75.5mAP50
39
Feb 26, 2026
80.8Clean Performance Score
38
Mar 27, 2026
76.7Clean Performance Score
38
Mar 27, 2026
86.9Clean mAP50
38
Mar 27, 2026
71.5AP (Box)
38
Jun 25, 2026
84.71mAP@0.5
38
Mar 10, 2026
50.3AP
38
Feb 27, 2026
39.5AP (Rare)
38
Jul 3, 2026
84.9AP50
38
Feb 27, 2026
79.3APall
38
Feb 27, 2026
55.8AP
37
Jul 7, 2026
26.8Defocus
37
Feb 26, 2026